Conversational AI Templates

Conversational AI Templates Production-ready chatbot frameworks that handle the hard parts of conversation design — multi-turn context management, intent classification, graceful topic switching, and seamless human escalation. These templates give you a working conversational AI system in minutes, not months. Built for customer support, internal tools, and domain-specific assistants. Key Features Multi-Turn Context Management — Sliding window and summary-based context strategies that keep conversations coherent without exploding token costs Intent Classification — Rule-based and LLM-powered intent detection with confidence scoring and ambiguity resolution Conversation State Machine — Define conversation flows as state machines with transitions, guards, and side effects Escalation Workflows — Automatic handoff to human agents when confidence drops, sentiment turns negative, or the user explicitly requests it Slot Filling — Extract structured data from natural language with validation, c